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This PR update Precision-Recall curve plotting per user requests. PR curves are now colored with mAP shown per class for datasets with up to 20 classes. Larger datasets like COCO plot as grey lines per class, with the same all-class mAP displayed.
🛠️ PR Summary
Made with ❤️ by Ultralytics Actions
🌟 Summary
Enhanced precision-recall curve plotting and maintenance improvements in YOLOv5 testing script.
📊 Key Changes
ap_per_class
function to acceptsave_dir
andnames
parameters instead offname
.plot_pr_curve
function for improved plotting with legend adjustments for a cleaner presentation.utils.plots
instead ofutils.general
in various plot functions.plot_results
, usingPath
objects and eliminating commented-out code.🎯 Purpose & Impact
Path
objects for better compatibility and readability in plotting functions.